Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-27 0.165235 0.181544 0.199363 0.220386 0.244649 0.271941 0.305200
2025-05-04 0.142496 0.165747 0.193327 0.228950 0.274488 0.331822 0.411277
2025-05-11 0.127048 0.153868 0.187631 0.234332 0.299081 0.388702 0.528106
2025-05-18 0.113869 0.142013 0.179034 0.232990 0.312776 0.432251 0.637997
2025-05-25 0.101042 0.128646 0.166110 0.222839 0.310893 0.451099 0.713562
2025-06-01 0.092417 0.119841 0.158117 0.218135 0.315620 0.480325 0.815760
2025-06-08 0.086316 0.113833 0.153253 0.217138 0.325565 0.519930 0.952198
2025-06-15 0.081885 0.109724 0.150607 0.219018 0.340298 0.571278 1.135876
2025-06-22 0.075276 0.101853 0.141480 0.209124 0.332400 0.576611 1.213012
2025-06-29 0.070062 0.095680 0.134437 0.201883 0.328176 0.588426 1.313131
2025-07-06 0.065914 0.090831 0.129070 0.196897 0.327407 0.607435 1.444118
2025-07-13 0.064335 0.089800 0.129687 0.202423 0.348103 0.680381 1.790492
2025-07-20 0.063194 0.089449 0.131505 0.210592 0.376394 0.782788 2.345137
2025-07-27 0.061822 0.088641 0.132504 0.217423 0.403472 0.893583 3.086274
2025-08-03 0.060186 0.087281 0.132421 0.222130 0.426808 1.004370 4.026298
2025-08-10 0.057757 0.084447 0.129514 0.220813 0.435535 1.074434 4.881441
2025-08-17 0.054334 0.079761 0.122980 0.211374 0.422453 1.067790 5.192300
2025-08-24 0.051899 0.076624 0.119044 0.207001 0.421713 1.104941 5.969866
2025-08-31 0.050126 0.074516 0.116842 0.206074 0.429898 1.178971 7.347674
2025-09-07 0.048836 0.073164 0.115929 0.207821 0.445705 1.291281 9.704514
2025-09-14 0.046231 0.069409 0.110297 0.198621 0.429300 1.263510 10.055405
2025-09-21 0.044091 0.066387 0.105905 0.191881 0.419136 1.260582 10.883497
2025-09-28 0.042339 0.063975 0.102553 0.187236 0.414476 1.281585 12.344199